淘宝核心系统团队博客
基础 极致 分享
Home
招聘信息
淘宝核心系统团队介绍
« 开源混合存储方案(Flashcache)
IP地址库介绍 »
latencytop深度了解你的Linux系统的延迟
我们在系统调优或者定位问题的时候,经常会发现多线程程序的效率很低,但是又不知道问题出在哪里,就知道上下文切换很多,但是为什么上下文切换,是谁导致切换,我们就不知道了。上下文切换可以用dstat这样的工具查看,比如:
1
2
3
4
5
6
7
8
9
10
11
12
13
14
$dstat
----total-cpu-usage---- -dsk/total- -net/total- ---paging-- ---system--
usr sys idl wai hiq siq| read writ| recv send| in out | int csw
9 2 87 2 0 1|7398k 31M| 0 0 | 9.8k 11k| 16k 64k
20 4 69 3 0 4| 26M 56M| 34M 172M| 0 0 | 61k 200k
21 5 64 6 0 3| 26M 225M| 35M 175M| 0 0 | 75k 216k
21 5 66 4 0 4| 25M 119M| 34M 173M| 0 0 | 66k 207k
19 4 68 5 0 3| 23M 56M| 33M 166M| 0 0 | 60k 197k
#或者用systemtap脚本来看
$sudo stap -e 'global cnt; probe scheduler.cpu_on {cnt<<<1;} probe timer.s(1){printf("%d\n", @count(cnt)); delete cnt;}'
217779
234141
234759
每秒高达200k左右的的上下文切换, 谁能告诉我发生了什么? 好吧,latencytop来救助了!
它的官网:http://www.latencytop.org/
Skipping audio, slower servers, everyone knows the symptoms of latency. But to know what’s going on in the system, what’s causing the latency, how to fix it… that’s a hard question without good answers right now.
LatencyTOP is a Linux* tool for software developers (both kernel and userspace), aimed at identifying where in the system latency is happening, and what kind of operation/action is causing the latency to happen so that the code can be changed to avoid the worst latency hiccups.
它是Intel贡献的另外一个性能查看器,还有一个是powertop,都是很不错的工具.
Latencytop通过在内核上下文切换的时候,记录被切换的进程的内核栈,然后通过匹配内核栈的函数来判断是什么原因导致上下文切换,同时他把几十种容易引起切换的场景的函数都记录起来,这样在判断系统问题的时候能容易定位到问题。
latencytop分成2个部分,内核部分和应用部分。内核部分负责调用栈的收集并且通过/proc来暴露, 应用部分负责显示.
工作界面截图如下:
latencytop在2.6.256后被内核吸收成为其中一部分,只要编译的时候打开该选项就好,如何确认呢?
1
2
$ cat /proc/latency_stats
Latency Top version : v0.1
看到这个就好了, 遗憾的是RHEL6竟然带了latencytop应用部分,而没有打开编译选项,让我们情何以堪呢?
在ubuntu下可以这么安装:
1
2
3
4
$ uname -r
2.6.38-yufeng
$ apt-get install latencytop
$ sudo latencytop #就可以使用了
但是latencytop比较傻的是默认是开图像界面的,我们很不习惯,我们要文本界面, 自己动手把!
1
2
3
4
5
6
7
8
9
10
11
$ apt-get source latencytop
$ diff -up Makefile.orig Makefile
--- Makefile.orig 2011-03-29 20:10:29.025845447 +0800
+++ Makefile 2011-03-28 14:48:11.232318002 +0800
@@ -1,5 +1,5 @@
# FIXME: Use autoconf ?
-HAS_GTK_GUI = 0
+#HAS_GTK_GUI = 0
DESTDIR =
SBINDIR = /usr/sbin
重新make下就好了, 文本界面出现了. 具体使用参看 man latencytop。
fcicq同学说:
加个 –nogui 参数就好了. 不需要重新编译.
谢谢!
好了,那么latencytop支持多少种的延迟原因呢?让latencytop.trans告诉你,我们也可以自己修改这个文件,把新的延迟原因加上去。
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
$ cat /usr/share/latencytop/latencytop.trans
#
1 vfs_read Reading from file
1 vfs_write Writing to file
1 __mark_inode_dirty Marking inode dirty
1 vfs_readdir Reading directory content
1 vfs_unlink Unlinking file
1 blocking_notifier_call_chain Blocking notifier
1 lock_super Superblock lock contention
1 vfs_create Creating a file
1 KAS_ScheduleTimeout Binary AMD driver delay
1 firegl_lock_device Binary AMD driver delay
#
2 __bread Synchronous buffer read
2 do_generic_mapping_read Reading file data
2 sock_sendmsg Sending data over socket
2 do_sys_open Opening file
2 do_sys_poll Waiting for event (poll)
2 core_sys_select Waiting for event (select)
2 proc_reg_read Reading from /proc file
2 __pollwait Waiting for event (poll)
2 sys_fcntl FCNTL system call
2 scsi_error_handler SCSI error handler
2 proc_root_readdir Reading /proc directory
2 ksoftirqd Waking ksoftirqd
2 worker_thread .
2 do_unlinkat Unlinking file
2 __wait_on_buffer Waiting for buffer IO to complete
2 pdflush pdflush() kernel thread
2 kjournald kjournald() kernel thread
2 blkdev_ioctl block device IOCTL
2 kauditd_thread kernel audit daemon
2 tty_ioctl TTY IOCTL
2 __filemap_fdatawrite_range fdatasync system call
2 do_sync_write synchronous write
2 kthreadd kthreadd kernel thread
2 usb_port_resume Waking up USB device
2 usb_autoresume_device Waking up USB device
2 kswapd kswapd() kernel thread
2 md_thread Raid resync kernel thread
2 i915_wait_request Waiting for GPU command to complete
2 request_module Loading a kernel module
#
3 tty_wait_until_sent Waiting for TTY to finish sending
3 pipe_read Reading from a pipe
3 pipe_write Writing to a pipe
3 pipe_wait Waiting for pipe data
3 read_block_bitmap Reading EXT3 block bitmaps
3 scsi_execute_req Executing raw SCSI command
3 sys_wait4 Waiting for a process to die
3 sr_media_change Checking for media change
3 sr_do_ioctl SCSI cdrom ioctl
3 sd_ioctl SCSI disk ioctl
3 sr_cd_check Checking CDROM media present
3 ext3_read_inode Reading EXT3 inode
3 htree_dirblock_to_tree Reading EXT3 directory htree
3 ext3_readdir Reading EXT3 directory
3 ext3_bread Synchronous EXT3 read
3 ext3_free_branches Unlinking file on EXT3
3 ext3_get_branch Reading EXT3 indirect blocks
3 ext3_find_entry EXT3: Looking for file
3 __ext3_get_inode_loc Reading EXT3 inode
3 ext3_delete_inode EXT3 deleting inode
3 sync_page Writing a page to disk
3 tty_poll Waiting for TTY data
3 tty_read Waiting for TTY input
3 tty_write Writing data to TTY
3 update_atime Updating inode atime
3 page_cache_sync_readahead Pagecache sync readahead
3 do_fork Fork() system call
3 sys_mkdirat Creating directory
3 lookup_create Creating file
3 inet_sendmsg Sending TCP/IP data
3 tcp_recvmsg Receiving TCP/IP data
3 link_path_walk Following symlink
3 path_walk Walking directory tree
3 sys_getdents Reading directory content
3 unix_stream_recvmsg Waiting for data on unix socket
3 ext3_mkdir EXT3: Creating a directory
3 journal_get_write_access EXT3: Waiting for journal access
3 synchronize_rcu Waiting for RCU
3 input_close_device Closing input device
3 mousedev_close_device Closing mouse device
3 mousedev_release Closing mouse device
3 mousedev_open Opening mouse device
3 kmsg_read Reading from dmesg
3 sys_futex Userspace lock contention
3 do_futex Userspace lock contention
3 vt_waitactive vt_waitactive IOCTL
3 acquire_console_sem Waiting for console access
3 filp_close Closing a file
3 sync_inode (f)syncing an inode to disk
3 ata_exec_internal_sg Executing internal ATA command
3 writeback_inodes Writing back inodes
3 ext3_orphan_add EXT3 adding orphan
3 ext3_mark_inode_dirty EXT3 marking inode dirty
3 ext3_unlink EXT3 unlinking file
3 ext3_create EXT3 Creating a file
3 log_do_checkpoint EXT3 journal checkpoint
3 generic_delete_inode Deleting an inode
3 proc_delete_inode Removing /proc file
3 do_truncate Truncating file
3 sys_execve Executing a program
3 journal_commit_transaction EXT3: committing transaction
3 __stop_machine_run Freezing the kernel (for module load)
3 sys_munmap unmapping memory
3 sys_mmap mmaping memory
3 sync_buffer Writing buffer to disk (synchronous)
3 inotify_inode_queue_event Inotify event
3 proc_lookup Looking up /proc file
3 generic_make_request Creating block layer request
3 get_request_wait Creating block layer request
3 alloc_page_vma Allocating a VMA
#3 __d_lookup Looking up a dentry
3 blkdev_direct_IO Direct block device IO
3 sys_mprotect mprotect() system call
3 shrink_icache_memory reducing inode cache memory footprint
3 vfs_stat_fd stat() operation
3 cdrom_open opening cdrom device
3 sys_epoll_wait Waiting for event (epoll)
3 sync_sb_inodes Syncing inodes
3 tcp_connect TCP/IP connect
3 ata_scsi_ioctl ATA/SCSI disk ioctl
3 do_rmdir Removing directory
3 vfs_rmdir Removing directory
3 sys_flock flock() on a file
3 usbdev_open opening USB device
3 lock_kernel Big Kernel Lock contention
3 blk_execute_rq Submitting block IO
3 scsi_cmd_ioctl SCSI ioctl command
3 acpi_ec_transaction ACPI hardware access
3 journal_get_undo_access Waiting for EXT3 journal undo operation
3 i915_irq_wait Waiting for GPU interrupt
3 i915_gem_throttle_ioctl Throttling GPU while waiting for commands
#
#
5 do_page_fault Page fault
5 handle_mm_fault Page fault
5 filemap_fault Page fault
5 sync_filesystems Syncing filesystem
5 sys_nanosleep Application requested delay
5 sys_pause Application requested delay
5 evdev_read Reading keyboard/mouse input
5 do_fsync fsync() on a file (type 'F' for details)
5 __log_wait_for_space Waiting for EXT3 journal space
延迟原因非常的详细.
本来到这里,我要介绍的要介绍了,但是且慢,由于这个东西要在2.6.26后的系统上使用,我们的线上系统大部分是RHEL 5U4, 2.6.18的, 我们如何使用呢?
这时候 systemtap 一如既往的前来救助了!
systemtap 1.4版本以后带了个latencytop.stp, 也是intel的贡献. 那我们试验下穷人家的latencytop.
它在那里呢?
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
$ uname -r
2.6.18-164.el5
$ stap -V
Systemtap translator/driver (version 1.5 /0.137 non-git sources)
Copyright (C) 2005-2011 Red Hat, Inc. and others
This is free software; see the source for copying conditions.
enabled features: AVAHI LIBRPM LIBSQLITE3 NSS BOOST_SHARED_PTR TR1_UNORDERED_MAP NLS
$ ls -al /usr/share/doc/systemtap/examples/profiling/latencytap.stp
-rwxr-xr-x 1 chuba users 16240 Feb 17 22:02/usr/share/doc/systemtap/examples/profiling/latencytap.stp
$ sudo stap -t --all-modules /usr/share/doc/systemtap/examples/profiling/latencytap.stp
ERROR: Skipped too many probes, check MAXSKIPPED or try again with stap -t for more details.
WARNING: Number of errors: 0, skipped probes: 101
WARNING: Skipped due to global 'dequeue' lock timeout: 2
WARNING: Skipped due to global 'this_sleep' lock timeout: 99
----- probe hit report:
kernel.trace("deactivate_task")!, (/usr/share/doc/systemtap/examples/profiling/latencytap.stp:47:1), hits: 254, cycles: 680min/43327avg/2248467max, from: kernel.trace("deactivate_task")
kernel.trace("activate_task")!, (/usr/share/doc/systemtap/examples/profiling/latencytap.stp:58:1), hits: 255, cycles: 890min/502549avg/2271568max, from: kernel.trace("activate_task")
kernel.function("finish_task_switch@kernel/sched.c:1969")?, (/usr/share/doc/systemtap/examples/profiling/latencytap.stp:78:7), hits: 509, cycles: 213min/1002207avg/5382852max, from: kernel.function("finish_task_switch") from: scheduler.cpu_on
begin, (/usr/share/doc/systemtap/examples/profiling/latencytap.stp:123:1), hits: 1, cycles: 1802min/1802avg/1802max, from: begin
begin, (/usr/share/doc/systemtap/examples/profiling/latencytap.stp:131:1), hits: 1, cycles: 227979min/227979avg/227979max, from: begin
Pass 5: run failed. Try again with another '--vp 00001' option.
出错了! 原因是lock timeout, 原来stap的全局变量是用锁保护的,现在超时了!知道原因好办,打个patch吧!
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
$ diff -up translate.cxx.orig translate.cxx
--- translate.cxx.orig 2011-03-22 21:26:52.000000000 +0800
+++ /translate.cxx 2011-03-29 20:31:28.000000000 +0800
@@ -5802,10 +5802,10 @@ translate_pass (systemtap_session& s)
s.op->newline() << "#define MAXACTION_INTERRUPTIBLE (MAXACTION * 10)";
s.op->newline() << "#endif";
s.op->newline() << "#ifndef TRYLOCKDELAY";
- s.op->newline() << "#define TRYLOCKDELAY 10 /* microseconds */";
+ s.op->newline() << "#define TRYLOCKDELAY 50 /* microseconds */";
s.op->newline() << "#endif";
s.op->newline() << "#ifndef MAXTRYLOCK";
- s.op->newline() << "#define MAXTRYLOCK 100 /* 1 millisecond total */";
+ s.op->newline() << "#define MAXTRYLOCK 500 /* 1 millisecond total */";
s.op->newline() << "#endif";
s.op->newline() << "#ifndef MAXMAPENTRIES";
s.op->newline() << "#define MAXMAPENTRIES 2048";
#编译安装后再来一次
$ sudo stap --all-modules /usr/share/doc/systemtap/examples/profiling/latencytap.stp
ERROR: probe overhead exceeded threshold
WARNING: Number of errors: 1, skipped probes: 0
Pass 5: run failed. Try again with another '--vp 00001' option.
#又错了,这次原因是probe overhead exceeded threshold, 看下代码我们知道,脚本的开销太大了,超过正常的负载,通过查看代码可以用STP_NO_OVERLOAD来解除这个限制
#再来一次
$ sudo stap -DSTP_NO_OVERLOAD --all-modules -DMAXSKIPPED=1024 /usr/share/doc/systemtap/examples/profiling/latencytap.stp
Reason Count Average(us) Maximum(us) Percent%
Userspace lock contention 345 16409195 83258717 45%
1453 867513 60231852 10%
95 7391754 33821926 5%
migration() kernel thread 1733 402701 3571412 5%
7239 87993 401552 5%
Reading from a pipe 212 2922207 52151180 4%
142 2267850 17990214 2%
108 2457247 7494331 2%
Waking ksoftirqd 16 16082822 59266312 2%
Waiting for event (select) 99 2113310 28510974 1%
kjournald() kernel thread 148 1313447 13983084 1%
Application requested delay 94 1059898 10011409 0%
41 2391993 7618788 0%
Waiting for event (select) 38 2259444 29057362 0%
719 92947 584944 0%
Waiting for event (poll) 1 57582711 57582711 0%
Application requested delay 3 19030709 36000553 0%
Waiting for event (select) 39 1341880 5847683 0%
34 936628 6649350 0%
5 6163603 10008484 0%
...
这次看到结果了,哈哈,小高兴一把。但是在繁忙的系统上这个脚本的资源占用特别多,也是不爽的。 幸运的是这个脚本支持查看某个进程的延迟情况, 就是在 latencytap.stp 后面加个-x 参数。
这个脚本设计应该是支持进程ID, 但是结果写成了线程ID,属于bug!!!
动手改下吧:
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
$ diff -u latencytap.stp.orig latencytap.stp
--- latencytap.stp.orig 2011-02-17 22:02:40.000000000 +0800
+++ latencytap.stp 2011-03-29 20:43:51.000000000 +0800
@@ -15,7 +15,7 @@
global this_sleep;
global debug = 0;
-function log_event:long (p:long) { return (!traced_pid || traced_pid == p) }
+function log_event:long (p:long) { return (!traced_pid || traced_pid == task_pid(p)) }
#func names from hex addresses
function func_backtrace:string (ips:string)
@@ -50,14 +50,14 @@
# check to see if task is in appropriate state:
# TASK_INTERRUPTIBLE 1
# TASK_UNINTERRUPTIBLE 2
- if (log_event($p->pid) && (s & 3)) {
+ if (log_event($p) && (s & 3)) {
dequeue[$p] = gettimeofday_us();
}
}
probe kernel.trace("activate_task") !,
kernel.function("activate_task") {
- if (!log_event($p->pid)) next
+ if (!log_event($p)) next
a = gettimeofday_us()
d = dequeue[$p]
#再来一次
$ sudo stap --all-modules /usr/share/doc/systemtap/examples/profiling/latencytap.stp -x $$
...
这下终于爽了,旧内核用systemtap版本的,新内核用内核版本的,世界和谐!
通过对线上MySQL的诊断发现大部分时间花在mutex锁的竞争上来,我说过了,我会收拾你的,等着瞧!
玩得开心!
latencytop systemtap
This entry was posted by 褚霸 on 2011年03月30日 at 11:07, and is filed under Linux开发, Performance. Follow any responses to this post through RSS 2.0. You can leave a response or trackback from your own site.
4 comments
Raymond (322 天)
绝对的好工具,我们也碰到过线程太多性能下降的问题,未分析这么深入,谢谢分享的如此详细。
ydzhang (316 天)
的确是个好东西,学习了,一直关注着淘宝核心系统团队博客,希望这次能顺利通过淘宝的实习生招聘,暑假去淘宝实习。
yegle (295 天)
加个语法高亮,或者至少用等宽字体显示啊…
Microsoft Office Home And Student 2010 (84 天)
Microsoft Office Home And Student 2010…
[...]淘宝核心系统团队博客 | latencytop深度了解你的Linux系统的延迟[...]…
Reply ↓
发表评论
电子邮件地址不会被公开。 必填项已用 * 标注
姓名 *
电子邮件 *
站点
评论
您可以使用这些 HTML 标签和属性:
标签
代理 代码管理 分布式架构 分析 夸父 对象 开发模式 开源 性能测试 指南 算法 管理员 缓存 虚拟化 beanstalkd BugFix cache Cassandra CDN connect CPU CPU affinity epoll flashcache flush gdb http InnoDB kvm L1 Linux mysql OceanBase overview qemu redis release smp ssd systemtap Tair tcp TFS traffic server unix
分类目录
BugFix
Cassandra
CDN
Dynamo
hypertable
JVM
Linux开发
OceanBase
Performance
Tair
Tengine
TFS
优化
分布式架构
底层架构
开发模式
数据库
未分类
算法
功能
登录
文章 RSS
评论 RSS
WordPress.org
业界同行
搜搜web开发
成员个人博客
丁奇个人博客
三百个人博客
伯松个人博客
千石个人博客
华庭个人博客
叔度个人博客
坤谷个人博客
撒迦个人博客
无施个人博客
日照个人博客
李子个人博客
正祥个人博客
永攀个人博客
茂七个人博客
褚霸个人博客
那岩个人博客
郁白个人博客
雕梁个人博客
淘宝其他官方博客
淘宝DBA
淘宝JAVA中间件
淘宝UED
淘宝招聘
淘宝搜索技术博客
淘宝数据平台
淘宝质量保障
淘宝核心系统团队博客 © 2011 | Powered by WordPress and Mystique theme by digitalnature
20 queries in 0.77 seconds (25.64M)